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Erschienen in:
2013 | OriginalPaper | Buchkapitel
Face Recognition under Ageing Effect: A Comparative Analysis
verfasst von : Zahid Akhtar, Ajita Rattani, Abdenour Hadid, Massimo Tistarelli
Erschienen in: Image Analysis and Processing – ICIAP 2013
Verlag: Springer Berlin Heidelberg
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Previous studies indicate that performance of the face recognition system severely degrades under the ageing effect. Despite the rising attention to facial ageing, there exist no comparative evaluation of the existing systems under the impact of ageing. Moreover, the compound effect of ageing and other variate such as glasses, gender etc, that are known to influence the performance, remain overlooked till date. To this aim, the contribution of this work are as follows: 1) evaluation of
six
baseline facial representations, based on local features, under the
ageing effect
, and 2) analysis of the compound effect of ageing with other variates, i.e., race, gender, glasses, facial hair etc.